xsc1234 / INFO-RAGLinks
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
☆56Updated last year
Alternatives and similar repositories for INFO-RAG
Users that are interested in INFO-RAG are comparing it to the libraries listed below
Sorting:
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆68Updated 5 months ago
- [ACL-2024]Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training☆40Updated last year
- ☆17Updated last year
- A collection of survey papers and resources related to Large Language Models (LLMs).☆40Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆150Updated last year
- ☆43Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 2 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆182Updated 3 weeks ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆242Updated last year
- [ACL 2025] GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis☆26Updated 4 months ago
- ☆213Updated last year
- ☆62Updated 11 months ago
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆36Updated last year
- [ACL 2023] Plug-and-Play Knowledge Injection for Pre-trained Language Models☆62Updated last year
- Implementation of "REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering"☆34Updated last year
- ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation☆54Updated last month
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆73Updated 7 months ago
- ☆31Updated 7 months ago
- ☆15Updated last year
- ☆352Updated last year
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆63Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆143Updated 7 months ago
- [ACL 2024]Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs☆40Updated last year
- ☆20Updated last year
- Scaling Sentence Embeddings with Large Language Models☆109Updated last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆167Updated last year
- ☆87Updated last year
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated last year
- This is a repo consisting of papers about LLMs' perception of their knowledge boundaries; Uncertainty Quantification; Honesty Alignment; …☆24Updated last month
- Code for the paper: Metacognitive Retrieval-Augmented Large Language Models☆34Updated last year